Papers by Ritabrata Dutta
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators (2022.naacl-main)
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| Challenge: | Using a framework based on Rhetorical Structure Theory, we aim to improve the cohesion and coherence of long-form text generated by language models. |
| Approach: | They propose a framework that utilises Rhetorical Structure Theory to control the discourse structure, semantics and topics of generated text. |
| Outcome: | The proposed framework performs competitively against existing models while offering significantly more controls over generated text than alternative methods. |